J. Ross Quinlan - researchr alias

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Viewing Publication 1 - 40 from 40

2008

Top 10 algorithms in data miningXindong Wu, Vipin Kumar, J. Ross Quinlan, Joydeep Ghosh, Qiang Yang, Hiroshi Motoda, Geoffrey J. McLachlan, Angus F. M. Ng, Bing Liu, Philip S. Yu, Zhi-Hua Zhou, Michael Steinbach, David J. Hand, Dan Steinberg. kais, 14(1):1-37, 2008. [doi]

2000

KDD-99 Panel on Last 10 and Next 10 yearsJ. Ross Quinlan. sigkdd, 1(2):62, 2000. [doi]

1999

Simplifying decision treesJ. Ross Quinlan. ijmms, 51(2):497-510, 1999. [doi]

Data Mining from an AI Perspective (Abstract)J. Ross Quinlan. icde 1999: 186 [doi]

Some Elements of Machine Learning (Extended Abstract)J. Ross Quinlan. ilp 1999: 15-18 [doi]

1997

Decision Trees and Instance-Based ClassifiersJ. Ross Quinlan. In Allen B. Tucker, editor, The Computer Science and Engineering Handbook. pages 521-535, CRC Press, 1997.

1996

Boosting First-Order LearningJ. Ross Quinlan. alt 1996: 143-155

Bagging, Boosting, and C4.5J. Ross Quinlan. AAAI 1996: 725-730

Learning Decision Tree ClassifiersJ. Ross Quinlan. ACM Comput. Surv., 28(1):71-72, 1996.

Improved Use of Continuous Attributes in C4.5J. Ross Quinlan. jair, 4:77-90, 1996.

Learning First-Order Definitions of FunctionsJ. Ross Quinlan. jair, 5:139-161, 1996.

1995

MDL and Categorial Theories (Continued)J. Ross Quinlan. icml 1995: 464-470

Oversearching and Layered Search in Empirical LearningJ. Ross Quinlan, R. Mike Cameron-Jones. IJCAI 1995: 1019-1024

Induction of Logic Programs: FOIL and Related SystemsJ. Ross Quinlan, R. Mike Cameron-Jones. ngc, 13(3&4):287-312, 1995.

1994

Efficient Top-Down Induction of Logic ProgramsR. Mike Cameron-Jones, J. Ross Quinlan. sigart, 5(1):33-42, 1994.

The Minimum Description Length Principle and Categorical TheoriesJ. Ross Quinlan. icml 1994: 233-241

1993

Avoiding Pitfalls When Learning Recursive TheoriesR. Mike Cameron-Jones, J. Ross Quinlan. IJCAI 1993: 1050-1057

Combining Instance-Based and Model-Based LearningJ. Ross Quinlan. icml 1993: 236-243

C4.5: Programs for Machine LearningJ. Ross Quinlan. Morgan Kaufmann, 1993.

FOIL: A Midterm ReportJ. Ross Quinlan, R. Mike Cameron-Jones. ecml 1993: 3-20

1991

Knowledge Acquisition from Structured Data: Using Determinate Literals to Assist SearchJ. Ross Quinlan. expert, 6(6):32-37, 1991. [doi]

Determinate Literals in Inductive Logic ProgrammingJ. Ross Quinlan. icml 1991: 442-446

Determinate Literals in Inductive Logic ProgrammingJ. Ross Quinlan. IJCAI 1991: 746-750

Improved Estimates for the Accuracy of Small DisjunctsJ. Ross Quinlan. ml, 6:93-98, 1991.

1990

Learning Logical Definitions from RelationsJ. Ross Quinlan. ml, 5:239-266, 1990.

Decision trees and decision-makingJ. Ross Quinlan. tsmc, 20(2):339-346, 1990. [doi]

1989

Unknown Attribute Values in InductionJ. Ross Quinlan. icml 1989: 164-168

Inferring Decision Trees Using the Minimum Description Length PrincipleJ. Ross Quinlan, Ronald L. Rivest. iandc, 80(3):227-248, March 1989.

1988

An Empirical Comparison of Genetic and Decision-Tree ClassifiersJ. Ross Quinlan. icml 1988: 135-141

1987

Simplifying Decision TreesJ. Ross Quinlan. ijmms, 27(3):221-234, 1987.

Generating Production Rules from Decision TreesJ. Ross Quinlan. IJCAI 1987: 304-307

1986

Induction of Decision TreesJ. Ross Quinlan. ml, 1(1):81-106, 1986.

1985

An Expert System for the Interpretation of Thyroid Assays in a Clinical LaboratoryK. A. Horn, Paul Compton, L. Lazarus, J. Ross Quinlan. acj, 17(1):7-11, 1985.

Internal Consistency in Plausible Reasoning SystemsJ. Ross Quinlan. ngc, 3(2):157-180, 1985.

1983

Consistency and Plausible ReasoningJ. Ross Quinlan. IJCAI 1983: 137-144

Inferno: A Cautious Approach To Uncertain InferenceJ. Ross Quinlan. cj, 26(3):255-269, 1983.

1980

An Introduction to Knowledge-Based Expert SystemsJ. Ross Quinlan. acj, 12(2):56-62, 1980.

1975

Predicting The Length Of Solutions To ProblemsJ. Ross Quinlan. IJCAI 1975: 363-369

1969

A Task-Independent Experience-Gathering Scheme for a Problem SolverJ. Ross Quinlan. IJCAI 1969: 193-198

1968

A Formal Deductive Problem-Solving SystemJ. Ross Quinlan, E. B. Hunt. JACM, 15(4):625-646, 1968. [doi]

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